Pandas Profiling Report

Dataset statistics

Number of variables	37
Number of observations	4013
Missing cells	32571
Missing cells (%)	21.9%
Duplicate rows	7
Duplicate rows (%)	0.2%
Total size in memory	1.3 MiB
Average record size in memory	336.9 B

Variable types

Categorical	26
Text	8
Numeric	3

Alerts

Dataset has 7 (0.2%) duplicate rows	Duplicates
`n_estancias` is highly overall correlated with `n_visitas`	High correlation
`n_visitas` is highly overall correlated with `n_estancias`	High correlation
`year` is highly overall correlated with `¿?` and 1 other fields	High correlation
`paliativo_onc_noc` is highly overall correlated with `paliativo_no_onc_noc` and 2 other fields	High correlation
`paliativo_no_onc_noc` is highly overall correlated with `paliativo_onc_noc` and 1 other fields	High correlation
`p_terminal` is highly overall correlated with `paliativo_onc_noc`	High correlation
`agonia` is highly overall correlated with `sedacion`	High correlation
`sedacion` is highly overall correlated with `agonia`	High correlation
`cronico_reag` is highly overall correlated with `paliativo_onc_noc` and 1 other fields	High correlation
`¿?` is highly overall correlated with `year`	High correlation
`toracocen` is highly overall correlated with `year`	High correlation
`h_procedencia` is highly imbalanced (61.0%)	Imbalance
`ap` is highly imbalanced (67.3%)	Imbalance
`otros` is highly imbalanced (91.3%)	Imbalance
`paliativo_onc_noc` is highly imbalanced (51.8%)	Imbalance
`fiebre` is highly imbalanced (71.1%)	Imbalance
`gds_fast` is highly imbalanced (68.1%)	Imbalance
`eva_ing` is highly imbalanced (80.5%)	Imbalance
`sedacion` is highly imbalanced (83.7%)	Imbalance
`transfusion` is highly imbalanced (89.0%)	Imbalance
`paracentesis` is highly imbalanced (81.2%)	Imbalance
`toracocentesis` is highly imbalanced (97.8%)	Imbalance
`¿?` is highly imbalanced (94.2%)	Imbalance
`toracocen` is highly imbalanced (98.9%)	Imbalance
`otros` has 1055 (26.3%) missing values	Missing
`otros_1` has 2464 (61.4%) missing values	Missing
`p_terminal` has 2466 (61.5%) missing values	Missing
`agonia` has 1058 (26.4%) missing values	Missing
`eva_ing` has 2465 (61.4%) missing values	Missing
`otros_2` has 2465 (61.4%) missing values	Missing
`otros_complicaciones` has 1057 (26.3%) missing values	Missing
`agudo_estable` has 1551 (38.6%) missing values	Missing
`cronico_reag` has 1550 (38.6%) missing values	Missing
`transfusion` has 1550 (38.6%) missing values	Missing
`paracentesis` has 1550 (38.6%) missing values	Missing
`toracocentesis` has 2606 (64.9%) missing values	Missing
`ayuntamiento` has 1551 (38.6%) missing values	Missing
`fecha_alta` has 3247 (80.9%) missing values	Missing
`¿?` has 2959 (73.7%) missing values	Missing
`toracocen` has 2958 (73.7%) missing values	Missing

Reproduction

Analysis started	2023-06-29 14:03:07.801996
Analysis finished	2023-06-29 14:03:15.185097
Duration	7.38 seconds
Software version	ydata-profiling vv4.3.1
Download configuration	config.json

h_procedencia
Categorical

IMBALANCE

Distinct	16
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	191.7 KiB

clinico	2240
no	1251
conxo	329
gil casares	157
provincial	12
Other values (11)	24

Length

Max length	20
Median length	7
Mean length	5.4460503
Min length	2

Characters and Unicode

Total characters	21855
Distinct characters	20
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	0.2%

Sample

1st row	gil casares
2nd row	clinico
3rd row	clinico
4th row	clinico
5th row	clinico

Common Values

Value	Count	Frequency (%)
clinico	2240	55.8%
no	1251	31.2%
conxo	329	8.2%
gil casares	157	3.9%
provincial	12	0.3%
chuac	6	0.1%
residencia	5	0.1%
si	3	0.1%
rosaleda	3	0.1%
hula	1	< 0.1%
Other values (6)	6	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
clinico	2240	53.6%
no	1251	30.0%
conxo	329	7.9%
gil	157	3.8%
casares	157	3.8%
provincial	12	0.3%
chuac	6	0.1%
residencia	5	0.1%
si	3	0.1%
rosaleda	3	0.1%
Other values (11)	13	0.3%

Most occurring characters

Value	Count	Frequency (%)
c	4998	22.9%
i	4676	21.4%
o	4168	19.1%
n	3843	17.6%
l	2418	11.1%
a	355	1.6%
s	330	1.5%
x	329	1.5%
r	182	0.8%
e	174	0.8%
Other values (10)	382	1.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	21692	99.3%
Space Separator	163	0.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
c	4998	23.0%
i	4676	21.6%
o	4168	19.2%
n	3843	17.7%
l	2418	11.1%
a	355	1.6%
s	330	1.5%
x	329	1.5%
r	182	0.8%
e	174	0.8%
Other values (9)	219	1.0%

Space Separator

Value	Count	Frequency (%)
	163	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	21692	99.3%
Common	163	0.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
c	4998	23.0%
i	4676	21.6%
o	4168	19.2%
n	3843	17.7%
l	2418	11.1%
a	355	1.6%
s	330	1.5%
x	329	1.5%
r	182	0.8%
e	174	0.8%
Other values (9)	219	1.0%

Common

Value	Count	Frequency (%)
	163	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21855	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
c	4998	22.9%
i	4676	21.4%
o	4168	19.1%
n	3843	17.6%
l	2418	11.1%
a	355	1.6%
s	330	1.5%
x	329	1.5%
r	182	0.8%
e	174	0.8%
Other values (10)	382	1.7%

s_procedencia
Text

Distinct	99
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	191.7 KiB

Length

Max length	35
Median length	29
Mean length	6.0134563
Min length	2

Characters and Unicode

Total characters	24132
Distinct characters	23
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	41 ?
Unique (%)	1.0%

Sample

1st row	upal
2nd row	oncologia
3rd row	mir
4th row	digestivo
5th row	urgencias

Value	Count	Frequency (%)
no	1226	29.0%
oncologia	567	13.4%
mir	536	12.7%
urgencias	439	10.4%
upal	208	4.9%
neumologia	185	4.4%
digestivo	144	3.4%
acv	116	2.7%
hematologia	101	2.4%
cirugia	65	1.5%
Other values (77)	637	15.1%

Most occurring characters

Value	Count	Frequency (%)
o	4228	17.5%
i	2763	11.4%
n	2709	11.2%
a	2464	10.2%
g	1799	7.5%
c	1526	6.3%
r	1479	6.1%
l	1422	5.9%
e	1128	4.7%
u	1123	4.7%
Other values (13)	3491	14.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	23921	99.1%
Space Separator	211	0.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	4228	17.7%
i	2763	11.6%
n	2709	11.3%
a	2464	10.3%
g	1799	7.5%
c	1526	6.4%
r	1479	6.2%
l	1422	5.9%
e	1128	4.7%
u	1123	4.7%
Other values (12)	3280	13.7%

Space Separator

Value	Count	Frequency (%)
	211	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23921	99.1%
Common	211	0.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	4228	17.7%
i	2763	11.6%
n	2709	11.3%
a	2464	10.3%
g	1799	7.5%
c	1526	6.4%
r	1479	6.2%
l	1422	5.9%
e	1128	4.7%
u	1123	4.7%
Other values (12)	3280	13.7%

Common

Value	Count	Frequency (%)
	211	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24131	> 99.9%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	4228	17.5%
i	2763	11.5%
n	2709	11.2%
a	2464	10.2%
g	1799	7.5%
c	1526	6.3%
r	1479	6.1%
l	1422	5.9%
e	1128	4.7%
u	1123	4.7%
Other values (12)	3490	14.5%

None

Value	Count	Frequency (%)
í	1	100.0%

ap
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.2%
Missing	1
Missing (%)	< 0.1%
Memory size	191.7 KiB

no	2767
si	1235
ap	5
residencia	2
pac	1
Other values (2)	2

Length

Max length	16
Median length	2
Mean length	2.0079761
Min length	2

Characters and Unicode

Total characters	8056
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.1%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	2767	69.0%
si	1235	30.8%
ap	5	0.1%
residencia	2	< 0.1%
pac	1	< 0.1%
consulta externa	1	< 0.1%
uro	1	< 0.1%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	2767	69.0%
si	1235	30.8%
ap	5	0.1%
residencia	2	< 0.1%
pac	1	< 0.1%
consulta	1	< 0.1%
externa	1	< 0.1%
uro	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
n	2771	34.4%
o	2769	34.4%
i	1239	15.4%
s	1238	15.4%
a	10	0.1%
p	6	0.1%
e	6	0.1%
r	4	< 0.1%
c	4	< 0.1%
d	2	< 0.1%
Other values (5)	7	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8055	> 99.9%
Space Separator	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	2771	34.4%
o	2769	34.4%
i	1239	15.4%
s	1238	15.4%
a	10	0.1%
p	6	0.1%
e	6	0.1%
r	4	< 0.1%
c	4	< 0.1%
d	2	< 0.1%
Other values (4)	6	0.1%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8055	> 99.9%
Common	1	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	2771	34.4%
o	2769	34.4%
i	1239	15.4%
s	1238	15.4%
a	10	0.1%
p	6	0.1%
e	6	0.1%
r	4	< 0.1%
c	4	< 0.1%
d	2	< 0.1%
Other values (4)	6	0.1%

Common

Value	Count	Frequency (%)
	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8056	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	2771	34.4%
o	2769	34.4%
i	1239	15.4%
s	1238	15.4%
a	10	0.1%
p	6	0.1%
e	6	0.1%
r	4	< 0.1%
c	4	< 0.1%
d	2	< 0.1%
Other values (5)	7	0.1%

otros
Categorical

IMBALANCE MISSING

Distinct	49
Distinct (%)	1.7%
Missing	1055
Missing (%)	26.3%
Memory size	191.7 KiB

no	2811
ncr	46
nef	20
onc	11
residencia	8
Other values (44)	62

Length

Max length	34
Median length	2
Mean length	2.199121
Min length	2

Characters and Unicode

Total characters	6505
Distinct characters	24
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	34 ?
Unique (%)	1.1%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	2811	70.0%
ncr	46	1.1%
nef	20	0.5%
onc	11	0.3%
residencia	8	0.2%
urg	7	0.2%
residencia sanitaria	3	0.1%
nefro	3	0.1%
familia	3	0.1%
cgd	2	< 0.1%
Other values (39)	44	1.1%
(Missing)	1055	26.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
no	2811	94.0%
ncr	46	1.5%
nef	20	0.7%
residencia	14	0.5%
onc	11	0.4%
urg	7	0.2%
nefro	5	0.2%
rosaleda	5	0.2%
dig	4	0.1%
cardiologia	3	0.1%
Other values (48)	64	2.1%

Most occurring characters

Value	Count	Frequency (%)
n	2927	45.0%
o	2860	44.0%
r	103	1.6%
c	99	1.5%
a	89	1.4%
i	84	1.3%
e	68	1.0%
s	48	0.7%
d	37	0.6%
l	35	0.5%
Other values (14)	155	2.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6470	99.5%
Space Separator	32	0.5%
Decimal Number	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	2927	45.2%
o	2860	44.2%
r	103	1.6%
c	99	1.5%
a	89	1.4%
i	84	1.3%
e	68	1.1%
s	48	0.7%
d	37	0.6%
l	35	0.5%
Other values (10)	120	1.9%

Decimal Number

Value	Count	Frequency (%)
6	1	33.3%
1	1	33.3%
0	1	33.3%

Space Separator

Value	Count	Frequency (%)
	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6470	99.5%
Common	35	0.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	2927	45.2%
o	2860	44.2%
r	103	1.6%
c	99	1.5%
a	89	1.4%
i	84	1.3%
e	68	1.1%
s	48	0.7%
d	37	0.6%
l	35	0.5%
Other values (10)	120	1.9%

Common

Value	Count	Frequency (%)
	32	91.4%
6	1	2.9%
1	1	2.9%
0	1	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6505	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	2927	45.0%
o	2860	44.0%
r	103	1.6%
c	99	1.5%
a	89	1.4%
i	84	1.3%
e	68	1.0%
s	48	0.7%
d	37	0.6%
l	35	0.5%
Other values (14)	155	2.4%

diagnostico
Text

Distinct	1518
Distinct (%)	37.9%
Missing	3
Missing (%)	0.1%
Memory size	191.7 KiB

Length

Max length	220
Median length	97
Mean length	22.181546
Min length	3

Characters and Unicode

Total characters	88948
Distinct characters	41
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1156 ?
Unique (%)	28.8%

Sample

1st row	cancer orl
2nd row	melanoma vulvar
3rd row	cancer broncogenico
4th row	cirrosis hepatica
5th row	neplasia de mama estadio IV

Value	Count	Frequency (%)
cancer	806	7.3%
infeccion	609	5.5%
de	547	4.9%
iv	400	3.6%
estadio	386	3.5%
insuficiencia	243	2.2%
del	222	2.0%
urinario	221	2.0%
tracto	221	2.0%
pulmon	221	2.0%
Other values (1344)	7216	65.1%

Most occurring characters

Value	Count	Frequency (%)
a	10284	11.6%
i	9963	11.2%
c	7834	8.8%
e	7713	8.7%
	7094	8.0%
o	7056	7.9%
n	6608	7.4%
r	6378	7.2%
s	3830	4.3%
t	3573	4.0%
Other values (31)	18615	20.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	79909	89.8%
Space Separator	7094	8.0%
Uppercase Letter	1457	1.6%
Close Punctuation	220	0.2%
Open Punctuation	220	0.2%
Decimal Number	48	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	10284	12.9%
i	9963	12.5%
c	7834	9.8%
e	7713	9.7%
o	7056	8.8%
n	6608	8.3%
r	6378	8.0%
s	3830	4.8%
t	3573	4.5%
d	2942	3.7%
Other values (16)	13728	17.2%

Decimal Number

Value	Count	Frequency (%)
7	13	27.1%
2	10	20.8%
1	10	20.8%
4	5	10.4%
5	4	8.3%
0	3	6.2%
3	2	4.2%
6	1	2.1%

Uppercase Letter

Value	Count	Frequency (%)
I	619	42.5%
V	400	27.5%
T	219	15.0%
U	219	15.0%

Space Separator

Value	Count	Frequency (%)
	7094	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	220	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	220	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	81366	91.5%
Common	7582	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	10284	12.6%
i	9963	12.2%
c	7834	9.6%
e	7713	9.5%
o	7056	8.7%
n	6608	8.1%
r	6378	7.8%
s	3830	4.7%
t	3573	4.4%
d	2942	3.6%
Other values (20)	15185	18.7%

Common

Value	Count	Frequency (%)
	7094	93.6%
)	220	2.9%
(	220	2.9%
7	13	0.2%
2	10	0.1%
1	10	0.1%
4	5	0.1%
5	4	0.1%
0	3	< 0.1%
3	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	88948	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	10284	11.6%
i	9963	11.2%
c	7834	8.8%
e	7713	8.7%
	7094	8.0%
o	7056	7.9%
n	6608	7.4%
r	6378	7.2%
s	3830	4.3%
t	3573	4.0%
Other values (31)	18615	20.9%

motivo_ing
Text

Distinct	582
Distinct (%)	14.5%
Missing	0
Missing (%)	0.0%
Memory size	191.7 KiB

Length

Max length	117
Median length	66
Mean length	19.284077
Min length	3

Characters and Unicode

Total characters	77387
Distinct characters	33
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	403 ?
Unique (%)	10.0%

Sample

1st row	control de sintomas
2nd row	mal control dolor
3rd row	control evolutivo
4th row	admininistacion octreotido
5th row	control de sintomas

Value	Count	Frequency (%)
control	1591	16.0%
sintomas	1309	13.1%
de	1284	12.9%
iv	930	9.3%
tratamiento	741	7.4%
antibiotico	509	5.1%
antibioterapia	419	4.2%
cuidados	238	2.4%
valoracion	218	2.2%
y	202	2.0%
Other values (451)	2525	25.3%

Most occurring characters

Value	Count	Frequency (%)
o	9779	12.6%
t	8442	10.9%
i	8057	10.4%
a	7669	9.9%
n	6519	8.4%
	5953	7.7%
r	4325	5.6%
s	4214	5.4%
e	4029	5.2%
c	3941	5.1%
Other values (23)	14459	18.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	69566	89.9%
Space Separator	5953	7.7%
Uppercase Letter	1860	2.4%
Decimal Number	8	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	9779	14.1%
t	8442	12.1%
i	8057	11.6%
a	7669	11.0%
n	6519	9.4%
r	4325	6.2%
s	4214	6.1%
e	4029	5.8%
c	3941	5.7%
l	2651	3.8%
Other values (15)	9940	14.3%

Decimal Number

Value	Count	Frequency (%)
5	4	50.0%
0	1	12.5%
3	1	12.5%
1	1	12.5%
2	1	12.5%

Uppercase Letter

Value	Count	Frequency (%)
I	930	50.0%
V	930	50.0%

Space Separator

Value	Count	Frequency (%)
	5953	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	71426	92.3%
Common	5961	7.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	9779	13.7%
t	8442	11.8%
i	8057	11.3%
a	7669	10.7%
n	6519	9.1%
r	4325	6.1%
s	4214	5.9%
e	4029	5.6%
c	3941	5.5%
l	2651	3.7%
Other values (17)	11800	16.5%

Common

Value	Count	Frequency (%)
	5953	99.9%
5	4	0.1%
0	1	< 0.1%
3	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77387	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	9779	12.6%
t	8442	10.9%
i	8057	10.4%
a	7669	9.9%
n	6519	8.4%
	5953	7.7%
r	4325	5.6%
s	4214	5.4%
e	4029	5.2%
c	3941	5.1%
Other values (23)	14459	18.7%

paliativo_onc_noc
Categorical

HIGH CORRELATION IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	191.7 KiB

no	2487
si	1523
so	1
m	1

Length

Max length	2
Median length	2
Mean length	1.9997507
Min length	1

Characters and Unicode

Total characters	8023
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	si
2nd row	si
3rd row	si
4th row	no
5th row	si

Common Values

Value	Count	Frequency (%)
no	2487	62.0%
si	1523	38.0%
so	1	< 0.1%
m	1	< 0.1%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	2487	62.0%
si	1523	38.0%
so	1	< 0.1%
m	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	2488	31.0%
n	2487	31.0%
s	1524	19.0%
i	1523	19.0%
m	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8023	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	2488	31.0%
n	2487	31.0%
s	1524	19.0%
i	1523	19.0%
m	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8023	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	2488	31.0%
n	2487	31.0%
s	1524	19.0%
i	1523	19.0%
m	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8023	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	2488	31.0%
n	2487	31.0%
s	1524	19.0%
i	1523	19.0%
m	1	< 0.1%

paliativo_no_onc_noc
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	191.7 KiB

no	2888
si	1122
m	1

Length

Max length	2
Median length	2
Mean length	1.9997507
Min length	1

Characters and Unicode

Total characters	8021
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	si
2nd row	no
3rd row	si
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	2888	72.0%
si	1122	28.0%
m	1	< 0.1%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	2888	72.0%
si	1122	28.0%
m	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
n	2888	36.0%
o	2888	36.0%
s	1122	14.0%
i	1122	14.0%
m	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8021	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	2888	36.0%
o	2888	36.0%
s	1122	14.0%
i	1122	14.0%
m	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8021	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	2888	36.0%
o	2888	36.0%
s	1122	14.0%
i	1122	14.0%
m	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	2888	36.0%
o	2888	36.0%
s	1122	14.0%
i	1122	14.0%
m	1	< 0.1%

fiebre
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	191.7 KiB

no	3476
si	530
ni	4
b	1

Length

Max length	2
Median length	2
Mean length	1.9997507
Min length	1

Characters and Unicode

Total characters	8021
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	3476	86.6%
si	530	13.2%
ni	4	0.1%
b	1	< 0.1%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	3476	86.7%
si	530	13.2%
ni	4	0.1%
b	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
n	3480	43.4%
o	3476	43.3%
i	534	6.7%
s	530	6.6%
b	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8021	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	3480	43.4%
o	3476	43.3%
i	534	6.7%
s	530	6.6%
b	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8021	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	3480	43.4%
o	3476	43.3%
i	534	6.7%
s	530	6.6%
b	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	3480	43.4%
o	3476	43.3%
i	534	6.7%
s	530	6.6%
b	1	< 0.1%

disnea
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	191.7 KiB

no	2824
si	1188

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	8024
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	no
2nd row	no
3rd row	si
4th row	no
5th row	si

Common Values

Value	Count	Frequency (%)
no	2824	70.4%
si	1188	29.6%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	2824	70.4%
si	1188	29.6%

Most occurring characters

Value	Count	Frequency (%)
n	2824	35.2%
o	2824	35.2%
s	1188	14.8%
i	1188	14.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8024	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	2824	35.2%
o	2824	35.2%
s	1188	14.8%
i	1188	14.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8024	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	2824	35.2%
o	2824	35.2%
s	1188	14.8%
i	1188	14.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8024	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	2824	35.2%
o	2824	35.2%
s	1188	14.8%
i	1188	14.8%

dolor
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	191.7 KiB

no	2558
si	1454
ni	1

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	8026
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	si
2nd row	si
3rd row	no
4th row	no
5th row	si

Common Values

Value	Count	Frequency (%)
no	2558	63.7%
si	1454	36.2%
ni	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	2558	63.7%
si	1454	36.2%
ni	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
n	2559	31.9%
o	2558	31.9%
i	1455	18.1%
s	1454	18.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8026	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	2559	31.9%
o	2558	31.9%
i	1455	18.1%
s	1454	18.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8026	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	2559	31.9%
o	2558	31.9%
i	1455	18.1%
s	1454	18.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8026	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	2559	31.9%
o	2558	31.9%
i	1455	18.1%
s	1454	18.1%

delirium
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	191.7 KiB

no	3351
si	661

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	8024
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	3351	83.5%
si	661	16.5%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	3351	83.5%
si	661	16.5%

Most occurring characters

Value	Count	Frequency (%)
n	3351	41.8%
o	3351	41.8%
s	661	8.2%
i	661	8.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8024	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	3351	41.8%
o	3351	41.8%
s	661	8.2%
i	661	8.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8024	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	3351	41.8%
o	3351	41.8%
s	661	8.2%
i	661	8.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8024	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	3351	41.8%
o	3351	41.8%
s	661	8.2%
i	661	8.2%

otros_1
Text

MISSING

Distinct	174
Distinct (%)	11.2%
Missing	2464
Missing (%)	61.4%
Memory size	191.7 KiB

Length

Max length	41
Median length	2
Mean length	4.5100065
Min length	2

Characters and Unicode

Total characters	6986
Distinct characters	27
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	123 ?
Unique (%)	7.9%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Value	Count	Frequency (%)
no	1197	65.4%
vomitos	51	2.8%
nauseas	42	2.3%
y	34	1.9%
n	28	1.5%
si	17	0.9%
agitacion	17	0.9%
insomnio	16	0.9%
de	16	0.9%
diarrea	15	0.8%
Other values (198)	397	21.7%

Most occurring characters

Value	Count	Frequency (%)
o	1600	22.9%
n	1564	22.4%
i	568	8.1%
a	521	7.5%
s	408	5.8%
e	403	5.8%
	282	4.0%
r	241	3.4%
t	232	3.3%
c	201	2.9%
Other values (17)	966	13.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6703	95.9%
Space Separator	282	4.0%
Decimal Number	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	1600	23.9%
n	1564	23.3%
i	568	8.5%
a	521	7.8%
s	408	6.1%
e	403	6.0%
r	241	3.6%
t	232	3.5%
c	201	3.0%
d	170	2.5%
Other values (15)	795	11.9%

Space Separator

Value	Count	Frequency (%)
	282	100.0%

Decimal Number

Value	Count	Frequency (%)
0	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6703	95.9%
Common	283	4.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	1600	23.9%
n	1564	23.3%
i	568	8.5%
a	521	7.8%
s	408	6.1%
e	403	6.0%
r	241	3.6%
t	232	3.5%
c	201	3.0%
d	170	2.5%
Other values (15)	795	11.9%

Common

Value	Count	Frequency (%)
	282	99.6%
0	1	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6986	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	1600	22.9%
n	1564	22.4%
i	568	8.1%
a	521	7.5%
s	408	5.8%
e	403	5.8%
	282	4.0%
r	241	3.4%
t	232	3.3%
c	201	2.9%
Other values (17)	966	13.8%

p_terminal
Categorical

HIGH CORRELATION MISSING

Distinct	3
Distinct (%)	0.2%
Missing	2466
Missing (%)	61.5%
Memory size	191.7 KiB

no	776
si	766
nn	5

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	3094
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	si
2nd row	si
3rd row	no
4th row	no
5th row	si

Common Values

Value	Count	Frequency (%)
no	776	19.3%
si	766	19.1%
nn	5	0.1%
(Missing)	2466	61.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	776	50.2%
si	766	49.5%
nn	5	0.3%

Most occurring characters

Value	Count	Frequency (%)
n	786	25.4%
o	776	25.1%
s	766	24.8%
i	766	24.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3094	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	786	25.4%
o	776	25.1%
s	766	24.8%
i	766	24.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3094	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	786	25.4%
o	776	25.1%
s	766	24.8%
i	766	24.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3094	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	786	25.4%
o	776	25.1%
s	766	24.8%
i	766	24.8%

agonia
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	0.1%
Missing	1058
Missing (%)	26.4%
Memory size	191.7 KiB

no	2450
si	505

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	5910
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	2450	61.1%
si	505	12.6%
(Missing)	1058	26.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	2450	82.9%
si	505	17.1%

Most occurring characters

Value	Count	Frequency (%)
n	2450	41.5%
o	2450	41.5%
s	505	8.5%
i	505	8.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5910	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	2450	41.5%
o	2450	41.5%
s	505	8.5%
i	505	8.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5910	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	2450	41.5%
o	2450	41.5%
s	505	8.5%
i	505	8.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5910	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	2450	41.5%
o	2450	41.5%
s	505	8.5%
i	505	8.5%

ps_ecog
Categorical

Distinct	15
Distinct (%)	0.4%
Missing	1
Missing (%)	< 0.1%
Memory size	191.7 KiB

no	2011
40	963
34	408
23	211
12	162
Other values (10)	257

Length

Max length	4
Median length	2
Mean length	2.001994
Min length	2

Characters and Unicode

Total characters	8032
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	40
2nd row	34
3rd row	34
4th row	10
5th row	40

Common Values

Value	Count	Frequency (%)
no	2011	50.1%
40	963	24.0%
34	408	10.2%
23	211	5.3%
12	162	4.0%
30	93	2.3%
10	69	1.7%
20	54	1.3%
nk	21	0.5%
00	9	0.2%
Other values (5)	11	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
no	2011	50.1%
40	963	24.0%
34	408	10.2%
23	211	5.3%
12	162	4.0%
30	93	2.3%
10	69	1.7%
20	54	1.3%
nk	21	0.5%
00	9	0.2%
Other values (5)	11	0.3%

Most occurring characters

Value	Count	Frequency (%)
n	2034	25.3%
o	2011	25.0%
4	1375	17.1%
0	1206	15.0%
3	714	8.9%
2	429	5.3%
1	236	2.9%
k	21	0.3%
s	2	< 0.1%
i	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4070	50.7%
Decimal Number	3962	49.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	1375	34.7%
0	1206	30.4%
3	714	18.0%
2	429	10.8%
1	236	6.0%
7	2	0.1%

Lowercase Letter

Value	Count	Frequency (%)
n	2034	50.0%
o	2011	49.4%
k	21	0.5%
s	2	< 0.1%
i	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4070	50.7%
Common	3962	49.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	1375	34.7%
0	1206	30.4%
3	714	18.0%
2	429	10.8%
1	236	6.0%
7	2	0.1%

Latin

Value	Count	Frequency (%)
n	2034	50.0%
o	2011	49.4%
k	21	0.5%
s	2	< 0.1%
i	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8032	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	2034	25.3%
o	2011	25.0%
4	1375	17.1%
0	1206	15.0%
3	714	8.9%
2	429	5.3%
1	236	2.9%
k	21	0.3%
s	2	< 0.1%
i	2	< 0.1%

barthel
Categorical

Distinct	41
Distinct (%)	1.0%
Missing	1
Missing (%)	< 0.1%
Memory size	191.7 KiB

20	1008
no	394
10	339
1000	330
40	195
Other values (36)	1746

Length

Max length	4
Median length	2
Mean length	2.4952642
Min length	1

Characters and Unicode

Total characters	10011
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	0.2%

Sample

1st row	300
2nd row	no
3rd row	400
4th row	900
5th row	300

Common Values

Value	Count	Frequency (%)
20	1008	25.1%
no	394	9.8%
10	339	8.4%
1000	330	8.2%
40	195	4.9%
800	190	4.7%
400	189	4.7%
600	184	4.6%
900	178	4.4%
30	157	3.9%
Other values (31)	848	21.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
20	1008	25.1%
no	394	9.8%
10	339	8.4%
1000	330	8.2%
40	195	4.9%
800	190	4.7%
400	189	4.7%
600	184	4.6%
900	178	4.4%
30	157	3.9%
Other values (31)	848	21.1%

Most occurring characters

Value	Count	Frequency (%)
0	5512	55.1%
2	1071	10.7%
1	688	6.9%
4	448	4.5%
n	398	4.0%
o	394	3.9%
3	338	3.4%
6	336	3.4%
9	276	2.8%
8	232	2.3%
Other values (3)	318	3.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9218	92.1%
Lowercase Letter	793	7.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5512	59.8%
2	1071	11.6%
1	688	7.5%
4	448	4.9%
3	338	3.7%
6	336	3.6%
9	276	3.0%
8	232	2.5%
5	200	2.2%
7	117	1.3%

Lowercase Letter

Value	Count	Frequency (%)
n	398	50.2%
o	394	49.7%
z	1	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	9218	92.1%
Latin	793	7.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5512	59.8%
2	1071	11.6%
1	688	7.5%
4	448	4.9%
3	338	3.7%
6	336	3.6%
9	276	3.0%
8	232	2.5%
5	200	2.2%
7	117	1.3%

Latin

Value	Count	Frequency (%)
n	398	50.2%
o	394	49.7%
z	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10011	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5512	55.1%
2	1071	10.7%
1	688	6.9%
4	448	4.5%
n	398	4.0%
o	394	3.9%
3	338	3.4%
6	336	3.4%
9	276	2.8%
8	232	2.3%
Other values (3)	318	3.2%

gds_fast
Categorical

IMBALANCE

Distinct	21
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	191.7 KiB

no	3170
7c	242
70	148
60	94
50	85
Other values (16)	274

Length

Max length	2
Median length	2
Mean length	1.9985049
Min length	1

Characters and Unicode

Total characters	8020
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	0.1%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	3170	79.0%
7c	242	6.0%
70	148	3.7%
60	94	2.3%
50	85	2.1%
40	63	1.6%
30	63	1.6%
20	39	1.0%
45	38	0.9%
67	31	0.8%
Other values (11)	40	1.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
no	3170	79.0%
7c	242	6.0%
70	148	3.7%
60	94	2.3%
50	85	2.1%
40	63	1.6%
30	63	1.6%
20	39	1.0%
45	38	0.9%
67	31	0.8%
Other values (11)	40	1.0%

Most occurring characters

Value	Count	Frequency (%)
n	3174	39.6%
o	3170	39.5%
0	498	6.2%
7	436	5.4%
c	242	3.0%
5	131	1.6%
6	129	1.6%
4	108	1.3%
3	68	0.8%
2	39	0.5%
Other values (5)	25	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6605	82.4%
Decimal Number	1415	17.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	498	35.2%
7	436	30.8%
5	131	9.3%
6	129	9.1%
4	108	7.6%
3	68	4.8%
2	39	2.8%
1	6	0.4%

Lowercase Letter

Value	Count	Frequency (%)
n	3174	48.1%
o	3170	48.0%
c	242	3.7%
a	14	0.2%
s	2	< 0.1%
i	2	< 0.1%
b	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6605	82.4%
Common	1415	17.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	498	35.2%
7	436	30.8%
5	131	9.3%
6	129	9.1%
4	108	7.6%
3	68	4.8%
2	39	2.8%
1	6	0.4%

Latin

Value	Count	Frequency (%)
n	3174	48.1%
o	3170	48.0%
c	242	3.7%
a	14	0.2%
s	2	< 0.1%
i	2	< 0.1%
b	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8020	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	3174	39.6%
o	3170	39.5%
0	498	6.2%
7	436	5.4%
c	242	3.0%
5	131	1.6%
6	129	1.6%
4	108	1.3%
3	68	0.8%
2	39	0.5%
Other values (5)	25	0.3%

eva_ing
Categorical

IMBALANCE MISSING

Distinct	13
Distinct (%)	0.8%
Missing	2465
Missing (%)	61.4%
Memory size	191.7 KiB

no	1402
80	38
70	28
60	24
50	19
Other values (8)	37

Length

Max length	3
Median length	2
Mean length	2.001292
Min length	2

Characters and Unicode

Total characters	3098
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	70

Common Values

Value	Count	Frequency (%)
no	1402	34.9%
80	38	0.9%
70	28	0.7%
60	24	0.6%
50	19	0.5%
90	13	0.3%
30	9	0.2%
40	8	0.2%
100	2	< 0.1%
20	2	< 0.1%
Other values (3)	3	0.1%
(Missing)	2465	61.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
no	1402	90.6%
80	38	2.5%
70	28	1.8%
60	24	1.6%
50	19	1.2%
90	13	0.8%
30	9	0.6%
40	8	0.5%
100	2	0.1%
20	2	0.1%
Other values (3)	3	0.2%

Most occurring characters

Value	Count	Frequency (%)
n	1402	45.3%
o	1402	45.3%
0	147	4.7%
8	39	1.3%
7	29	0.9%
6	24	0.8%
5	19	0.6%
9	13	0.4%
3	10	0.3%
4	8	0.3%
Other values (2)	5	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2804	90.5%
Decimal Number	294	9.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	147	50.0%
8	39	13.3%
7	29	9.9%
6	24	8.2%
5	19	6.5%
9	13	4.4%
3	10	3.4%
4	8	2.7%
2	3	1.0%
1	2	0.7%

Lowercase Letter

Value	Count	Frequency (%)
n	1402	50.0%
o	1402	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2804	90.5%
Common	294	9.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	147	50.0%
8	39	13.3%
7	29	9.9%
6	24	8.2%
5	19	6.5%
9	13	4.4%
3	10	3.4%
4	8	2.7%
2	3	1.0%
1	2	0.7%

Latin

Value	Count	Frequency (%)
n	1402	50.0%
o	1402	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3098	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	1402	45.3%
o	1402	45.3%
0	147	4.7%
8	39	1.3%
7	29	0.9%
6	24	0.8%
5	19	0.6%
9	13	0.4%
3	10	0.3%
4	8	0.3%
Other values (2)	5	0.2%

otros_2
Text

MISSING

Distinct	51
Distinct (%)	3.3%
Missing	2465
Missing (%)	61.4%
Memory size	191.7 KiB

Length

Max length	65
Median length	2
Mean length	2.4521964
Min length	2

Characters and Unicode

Total characters	3796
Distinct characters	27
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	42 ?
Unique (%)	2.7%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Value	Count	Frequency (%)
no	1484	92.1%
pap	9	0.6%
score	9	0.6%
c	7	0.4%
de	6	0.4%
ingesta	4	0.2%
negativa	4	0.2%
a	3	0.2%
diarrea	3	0.2%
ansiedad	2	0.1%
Other values (73)	80	5.0%

Most occurring characters

Value	Count	Frequency (%)
o	1538	40.5%
n	1527	40.2%
a	103	2.7%
i	89	2.3%
e	77	2.0%
s	68	1.8%
	63	1.7%
r	54	1.4%
c	52	1.4%
t	38	1.0%
Other values (17)	187	4.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3731	98.3%
Space Separator	63	1.7%
Decimal Number	2	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	1538	41.2%
n	1527	40.9%
a	103	2.8%
i	89	2.4%
e	77	2.1%
s	68	1.8%
r	54	1.4%
c	52	1.4%
t	38	1.0%
p	33	0.9%
Other values (14)	152	4.1%

Decimal Number

Value	Count	Frequency (%)
3	1	50.0%
0	1	50.0%

Space Separator

Value	Count	Frequency (%)
	63	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3731	98.3%
Common	65	1.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	1538	41.2%
n	1527	40.9%
a	103	2.8%
i	89	2.4%
e	77	2.1%
s	68	1.8%
r	54	1.4%
c	52	1.4%
t	38	1.0%
p	33	0.9%
Other values (14)	152	4.1%

Common

Value	Count	Frequency (%)
	63	96.9%
3	1	1.5%
0	1	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3796	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	1538	40.5%
n	1527	40.2%
a	103	2.7%
i	89	2.3%
e	77	2.0%
s	68	1.8%
	63	1.7%
r	54	1.4%
c	52	1.4%
t	38	1.0%
Other values (17)	187	4.9%

otros_complicaciones
Text

MISSING

Distinct	414
Distinct (%)	14.0%
Missing	1057
Missing (%)	26.3%
Memory size	191.7 KiB

Length

Max length	139
Median length	2
Mean length	5.4536536
Min length	2

Characters and Unicode

Total characters	16121
Distinct characters	27
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	343 ?
Unique (%)	11.6%

Sample

1st row	reingreso en urgencias
2nd row	met pulmonares y digest
3rd row	no
4th row	no
5th row	no

Value	Count	Frequency (%)
no	2380	63.2%
si	58	1.5%
de	32	0.8%
familiar	31	0.8%
infeccion	31	0.8%
respiratoria	28	0.7%
claudicacion	27	0.7%
urinaria	23	0.6%
dolor	19	0.5%
intestinal	18	0.5%
Other values (550)	1119	29.7%

Most occurring characters

Value	Count	Frequency (%)
o	3267	20.3%
n	3128	19.4%
i	1515	9.4%
a	1274	7.9%
e	922	5.7%
	811	5.0%
r	808	5.0%
s	796	4.9%
c	706	4.4%
t	472	2.9%
Other values (17)	2422	15.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15307	95.0%
Space Separator	811	5.0%
Decimal Number	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	3267	21.3%
n	3128	20.4%
i	1515	9.9%
a	1274	8.3%
e	922	6.0%
r	808	5.3%
s	796	5.2%
c	706	4.6%
t	472	3.1%
l	440	2.9%
Other values (14)	1979	12.9%

Decimal Number

Value	Count	Frequency (%)
1	2	66.7%
2	1	33.3%

Space Separator

Value	Count	Frequency (%)
	811	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15307	95.0%
Common	814	5.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	3267	21.3%
n	3128	20.4%
i	1515	9.9%
a	1274	8.3%
e	922	6.0%
r	808	5.3%
s	796	5.2%
c	706	4.6%
t	472	3.1%
l	440	2.9%
Other values (14)	1979	12.9%

Common

Value	Count	Frequency (%)
	811	99.6%
1	2	0.2%
2	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16121	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	3267	20.3%
n	3128	19.4%
i	1515	9.4%
a	1274	7.9%
e	922	5.7%
	811	5.0%
r	808	5.0%
s	796	4.9%
c	706	4.4%
t	472	2.9%
Other values (17)	2422	15.0%

n_estancias
Real number (ℝ)

HIGH CORRELATION

Distinct	129
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	162.08173

Minimum	0
Maximum	7122
Zeros	9
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	191.7 KiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	40
median	90
Q3	180
95-th percentile	510
Maximum	7122
Range	7122
Interquartile range (IQR)	140

Descriptive statistics

Standard deviation	350.10179
Coefficient of variation (CV)	2.1600324
Kurtosis	272.78821
Mean	162.08173
Median Absolute Deviation (MAD)	60
Skewness	14.380042
Sum	650434
Variance	122571.27
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	455	11.3%
70	269	6.7%
10	231	5.8%
50	231	5.8%
80	226	5.6%
40	192	4.8%
30	183	4.6%
60	180	4.5%
140	150	3.7%
90	149	3.7%
Other values (119)	1747	43.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	0.2%
10	231	5.8%
20	455	11.3%
30	183	4.6%
40	192	4.8%
50	231	5.8%
60	180	4.5%
70	269	6.7%
80	226	5.6%
90	149	3.7%

Value	Count	Frequency (%)
7122	7	0.2%
3040	1	< 0.1%
2040	1	< 0.1%
1880	1	< 0.1%
1800	1	< 0.1%
1710	1	< 0.1%
1660	1	< 0.1%
1610	1	< 0.1%
1540	1	< 0.1%
1500	1	< 0.1%

n_visitas
Real number (ℝ)

HIGH CORRELATION

Distinct	58
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.214304

Minimum	0
Maximum	990
Zeros	28
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	191.7 KiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	20
median	40
Q3	70
95-th percentile	190
Maximum	990
Range	990
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	69.573576
Coefficient of variation (CV)	1.1554327
Kurtosis	25.207805
Mean	60.214304
Median Absolute Deviation (MAD)	20
Skewness	3.8592676
Sum	241640
Variance	4840.4825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	619	15.4%
10	607	15.1%
30	542	13.5%
40	448	11.2%
50	368	9.2%
60	295	7.4%
70	213	5.3%
80	153	3.8%
100	104	2.6%
90	86	2.1%
Other values (48)	578	14.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	0.7%
10	607	15.1%
20	619	15.4%
30	542	13.5%
40	448	11.2%
50	368	9.2%
60	295	7.4%
70	213	5.3%
80	153	3.8%
90	86	2.1%

Value	Count	Frequency (%)
990	1	< 0.1%
800	1	< 0.1%
760	1	< 0.1%
710	1	< 0.1%
680	1	< 0.1%
600	1	< 0.1%
560	1	< 0.1%
540	1	< 0.1%
510	1	< 0.1%
500	2	< 0.1%

sedacion
Categorical

HIGH CORRELATION IMBALANCE

Distinct	34
Distinct (%)	0.8%
Missing	5
Missing (%)	0.1%
Memory size	191.7 KiB

no	3320
si	612
si buscapmidazmorf	17
si midazolam morfina buscapina	8
si midazmorfbuscap	6
Other values (29)	45

Length

Max length	46
Median length	2
Mean length	2.4263972
Min length	2

Characters and Unicode

Total characters	9725
Distinct characters	22
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	24 ?
Unique (%)	0.6%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	3320	82.7%
si	612	15.3%
si buscapmidazmorf	17	0.4%
si midazolam morfina buscapina	8	0.2%
si midazmorfbuscap	6	0.1%
si levomepromazina midazolam buscapina morfina	5	0.1%
simorfbuscapmidaz	5	0.1%
si buscap midazolammorfina	4	0.1%
si buscap midazolam morfina	4	0.1%
simidmorfbuscap	3	0.1%
Other values (24)	24	0.6%
(Missing)	5	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
no	3320	80.4%
si	668	16.2%
midazolam	25	0.6%
morfina	25	0.6%
buscapina	19	0.5%
buscapmidazmorf	17	0.4%
buscap	10	0.2%
levomepromazina	7	0.2%
midazmorfbuscap	6	0.1%
simorfbuscapmidaz	5	0.1%
Other values (21)	28	0.7%

Most occurring characters

Value	Count	Frequency (%)
o	3466	35.6%
n	3388	34.8%
i	829	8.5%
s	758	7.8%
a	250	2.6%
m	192	2.0%
	122	1.3%
r	88	0.9%
p	85	0.9%
d	80	0.8%
Other values (12)	467	4.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9601	98.7%
Space Separator	122	1.3%
Decimal Number	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	3466	36.1%
n	3388	35.3%
i	829	8.6%
s	758	7.9%
a	250	2.6%
m	192	2.0%
r	88	0.9%
p	85	0.9%
d	80	0.8%
z	75	0.8%
Other values (10)	390	4.1%

Space Separator

Value	Count	Frequency (%)
	122	100.0%

Decimal Number

Value	Count	Frequency (%)
0	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9601	98.7%
Common	124	1.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	3466	36.1%
n	3388	35.3%
i	829	8.6%
s	758	7.9%
a	250	2.6%
m	192	2.0%
r	88	0.9%
p	85	0.9%
d	80	0.8%
z	75	0.8%
Other values (10)	390	4.1%

Common

Value	Count	Frequency (%)
	122	98.4%
0	2	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9725	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	3466	35.6%
n	3388	34.8%
i	829	8.5%
s	758	7.8%
a	250	2.6%
m	192	2.0%
	122	1.3%
r	88	0.9%
p	85	0.9%
d	80	0.8%
Other values (12)	467	4.8%

motivo_alta
Text

Distinct	99
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	191.7 KiB

Length

Max length	99
Median length	59
Mean length	11.497882
Min length	2

Characters and Unicode

Total characters	46141
Distinct characters	25
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	67 ?
Unique (%)	1.7%

Sample

1st row	reingreso
2nd row	exitus
3rd row	fin de cuidados
4th row	fin de cuidados
5th row	exitus

Value	Count	Frequency (%)
cuidados	2381	29.2%
fin	2380	29.2%
exitus	1213	14.9%
de	1058	13.0%
a	209	2.6%
traslado	197	2.4%
upal	124	1.5%
reingreso	121	1.5%
urgencias	121	1.5%
en	64	0.8%
Other values (102)	289	3.5%

Most occurring characters

Value	Count	Frequency (%)
i	6437	14.0%
d	6070	13.2%
s	4185	9.1%
	4144	9.0%
u	3874	8.4%
a	3430	7.4%
o	2930	6.4%
n	2824	6.1%
e	2821	6.1%
c	2608	5.7%
Other values (15)	6818	14.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	41994	91.0%
Space Separator	4144	9.0%
Decimal Number	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	6437	15.3%
d	6070	14.5%
s	4185	10.0%
u	3874	9.2%
a	3430	8.2%
o	2930	7.0%
n	2824	6.7%
e	2821	6.7%
c	2608	6.2%
f	2389	5.7%
Other values (11)	4426	10.5%

Decimal Number

Value	Count	Frequency (%)
0	1	33.3%
6	1	33.3%
1	1	33.3%

Space Separator

Value	Count	Frequency (%)
	4144	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	41994	91.0%
Common	4147	9.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	6437	15.3%
d	6070	14.5%
s	4185	10.0%
u	3874	9.2%
a	3430	8.2%
o	2930	7.0%
n	2824	6.7%
e	2821	6.7%
c	2608	6.2%
f	2389	5.7%
Other values (11)	4426	10.5%

Common

Value	Count	Frequency (%)
	4144	99.9%
0	1	< 0.1%
6	1	< 0.1%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46141	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	6437	14.0%
d	6070	13.2%
s	4185	9.1%
	4144	9.0%
u	3874	8.4%
a	3430	7.4%
o	2930	6.4%
n	2824	6.1%
e	2821	6.1%
c	2608	5.7%
Other values (15)	6818	14.8%

medico
Categorical

Distinct	16
Distinct (%)	0.4%
Missing	1
Missing (%)	< 0.1%
Memory size	191.7 KiB

fernandez benito	797
villar del castillo	727
galego feal	567
lopez renedo	473
suarez	420
Other values (11)	1028

Length

Max length	19
Median length	13
Mean length	12.31655
Min length	3

Characters and Unicode

Total characters	49414
Distinct characters	23
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	valdes
2nd row	galego feal
3rd row	lopez renedo
4th row	lopez renedo
5th row	lopez renedo

Common Values

Value	Count	Frequency (%)
fernandez benito	797	19.9%
villar del castillo	727	18.1%
galego feal	567	14.1%
lopez renedo	473	11.8%
suarez	420	10.5%
valdes	221	5.5%
novo	182	4.5%
gomez buela	143	3.6%
suarez prado	140	3.5%
valcarcel	105	2.6%
Other values (6)	237	5.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
fernandez	797	10.3%
benito	797	10.3%
villar	727	9.4%
del	727	9.4%
castillo	727	9.4%
galego	567	7.4%
feal	567	7.4%
suarez	560	7.3%
lopez	473	6.1%
renedo	473	6.1%
Other values (13)	1286	16.7%

Most occurring characters

Value	Count	Frequency (%)
e	7098	14.4%
l	5903	11.9%
a	5018	10.2%
o	3929	8.0%
	3689	7.5%
n	3220	6.5%
r	2872	5.8%
i	2408	4.9%
d	2358	4.8%
z	2117	4.3%
Other values (13)	10802	21.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	45722	92.5%
Space Separator	3689	7.5%
Decimal Number	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	7098	15.5%
l	5903	12.9%
a	5018	11.0%
o	3929	8.6%
n	3220	7.0%
r	2872	6.3%
i	2408	5.3%
d	2358	5.2%
z	2117	4.6%
s	1673	3.7%
Other values (10)	9126	20.0%

Decimal Number

Value	Count	Frequency (%)
0	2	66.7%
2	1	33.3%

Space Separator

Value	Count	Frequency (%)
	3689	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45722	92.5%
Common	3692	7.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	7098	15.5%
l	5903	12.9%
a	5018	11.0%
o	3929	8.6%
n	3220	7.0%
r	2872	6.3%
i	2408	5.3%
d	2358	5.2%
z	2117	4.6%
s	1673	3.7%
Other values (10)	9126	20.0%

Common

Value	Count	Frequency (%)
	3689	99.9%
0	2	0.1%
2	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49414	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	7098	14.4%
l	5903	11.9%
a	5018	10.2%
o	3929	8.0%
	3689	7.5%
n	3220	6.5%
r	2872	5.8%
i	2408	4.9%
d	2358	4.8%
z	2117	4.3%
Other values (13)	10802	21.9%

year
Real number (ℝ)

HIGH CORRELATION

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2019.9041

Minimum	2017
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	191.7 KiB

Quantile statistics

Minimum	2017
5-th percentile	2017
Q1	2018
median	2020
Q3	2022
95-th percentile	2022
Maximum	2022
Range	5
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	1.7863211
Coefficient of variation (CV)	0.00088435938
Kurtosis	-1.2727855
Mean	2019.9041
Median Absolute Deviation (MAD)	2
Skewness	-0.33559822
Sum	8105875
Variance	3.1909431
Monotonicity	Increasing

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2022	1055	26.3%
2021	765	19.1%
2020	643	16.0%
2017	587	14.6%
2018	536	13.4%
2019	427	10.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2017	587	14.6%
2018	536	13.4%
2019	427	10.6%
2020	643	16.0%
2021	765	19.1%
2022	1055	26.3%

Value	Count	Frequency (%)
2022	1055	26.3%
2021	765	19.1%
2020	643	16.0%
2019	427	10.6%
2018	536	13.4%
2017	587	14.6%

ast_anorx
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	191.7 KiB

no	2453
si	1560

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	8026
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	si
2nd row	si
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	2453	61.1%
si	1560	38.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	2453	61.1%
si	1560	38.9%

Most occurring characters

Value	Count	Frequency (%)
n	2453	30.6%
o	2453	30.6%
s	1560	19.4%
i	1560	19.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8026	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	2453	30.6%
o	2453	30.6%
s	1560	19.4%
i	1560	19.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8026	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	2453	30.6%
o	2453	30.6%
s	1560	19.4%
i	1560	19.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8026	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	2453	30.6%
o	2453	30.6%
s	1560	19.4%
i	1560	19.4%

agudo_estable
Categorical

MISSING

Distinct	2
Distinct (%)	0.1%
Missing	1551
Missing (%)	38.6%
Memory size	191.7 KiB

no	2030
si	432

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	4924
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	2030	50.6%
si	432	10.8%
(Missing)	1551	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	2030	82.5%
si	432	17.5%

Most occurring characters

Value	Count	Frequency (%)
n	2030	41.2%
o	2030	41.2%
s	432	8.8%
i	432	8.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4924	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	2030	41.2%
o	2030	41.2%
s	432	8.8%
i	432	8.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4924	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	2030	41.2%
o	2030	41.2%
s	432	8.8%
i	432	8.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4924	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	2030	41.2%
o	2030	41.2%
s	432	8.8%
i	432	8.8%

cronico_reag
Categorical

HIGH CORRELATION MISSING

Distinct	3
Distinct (%)	0.1%
Missing	1550
Missing (%)	38.6%
Memory size	191.7 KiB

si	1414
no	1048
m	1

Length

Max length	2
Median length	2
Mean length	1.999594
Min length	1

Characters and Unicode

Total characters	4925
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	no
2nd row	si
3rd row	si
4th row	no
5th row	si

Common Values

Value	Count	Frequency (%)
si	1414	35.2%
no	1048	26.1%
m	1	< 0.1%
(Missing)	1550	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
si	1414	57.4%
no	1048	42.5%
m	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
s	1414	28.7%
i	1414	28.7%
n	1048	21.3%
o	1048	21.3%
m	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4925	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	1414	28.7%
i	1414	28.7%
n	1048	21.3%
o	1048	21.3%
m	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4925	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	1414	28.7%
i	1414	28.7%
n	1048	21.3%
o	1048	21.3%
m	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4925	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	1414	28.7%
i	1414	28.7%
n	1048	21.3%
o	1048	21.3%
m	1	< 0.1%

transfusion
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	0.1%
Missing	1550
Missing (%)	38.6%
Memory size	191.7 KiB

no	2400
si	62
2 concentrados	1

Length

Max length	14
Median length	2
Mean length	2.0048721
Min length	2

Characters and Unicode

Total characters	4938
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	2400	59.8%
si	62	1.5%
2 concentrados	1	< 0.1%
(Missing)	1550	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	2400	97.4%
si	62	2.5%
2	1	< 0.1%
concentrados	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
n	2402	48.6%
o	2402	48.6%
s	63	1.3%
i	62	1.3%
c	2	< 0.1%
2	1	< 0.1%
	1	< 0.1%
e	1	< 0.1%
t	1	< 0.1%
r	1	< 0.1%
Other values (2)	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4936	> 99.9%
Decimal Number	1	< 0.1%
Space Separator	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	2402	48.7%
o	2402	48.7%
s	63	1.3%
i	62	1.3%
c	2	< 0.1%
e	1	< 0.1%
t	1	< 0.1%
r	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	1	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4936	> 99.9%
Common	2	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	2402	48.7%
o	2402	48.7%
s	63	1.3%
i	62	1.3%
c	2	< 0.1%
e	1	< 0.1%
t	1	< 0.1%
r	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%

Common

Value	Count	Frequency (%)
2	1	50.0%
	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4938	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	2402	48.6%
o	2402	48.6%
s	63	1.3%
i	62	1.3%
c	2	< 0.1%
2	1	< 0.1%
	1	< 0.1%
e	1	< 0.1%
t	1	< 0.1%
r	1	< 0.1%
Other values (2)	2	< 0.1%

paracentesis
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	1550
Missing (%)	38.6%
Memory size	191.7 KiB

no	2392
si	71

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	4926
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	2392	59.6%
si	71	1.8%
(Missing)	1550	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	2392	97.1%
si	71	2.9%

Most occurring characters

Value	Count	Frequency (%)
n	2392	48.6%
o	2392	48.6%
s	71	1.4%
i	71	1.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4926	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	2392	48.6%
o	2392	48.6%
s	71	1.4%
i	71	1.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4926	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	2392	48.6%
o	2392	48.6%
s	71	1.4%
i	71	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4926	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	2392	48.6%
o	2392	48.6%
s	71	1.4%
i	71	1.4%

toracocentesis
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	2606
Missing (%)	64.9%
Memory size	191.7 KiB

no	1404
si	3

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2814
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	1404	35.0%
si	3	0.1%
(Missing)	2606	64.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	1404	99.8%
si	3	0.2%

Most occurring characters

Value	Count	Frequency (%)
n	1404	49.9%
o	1404	49.9%
s	3	0.1%
i	3	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2814	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	1404	49.9%
o	1404	49.9%
s	3	0.1%
i	3	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2814	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	1404	49.9%
o	1404	49.9%
s	3	0.1%
i	3	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2814	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	1404	49.9%
o	1404	49.9%
s	3	0.1%
i	3	0.1%

ayuntamiento
Categorical

MISSING

Distinct	43
Distinct (%)	1.7%
Missing	1551
Missing (%)	38.6%
Memory size	191.7 KiB

santiago	983
lalin	249
ames	209
teo	183
la estrada	71
Other values (38)	767

Length

Max length	22
Median length	19
Mean length	6.7270512
Min length	3

Characters and Unicode

Total characters	16562
Distinct characters	23
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	0.4%

Sample

1st row	santiago
2nd row	santiago
3rd row	santiago
4th row	brion
5th row	lalin

Common Values

Value	Count	Frequency (%)
santiago	983	24.5%
lalin	249	6.2%
ames	209	5.2%
teo	183	4.6%
la estrada	71	1.8%
padron	63	1.6%
brion	57	1.4%
ordenes	45	1.1%
rois	44	1.1%
boqueixon	44	1.1%
Other values (33)	514	12.8%
(Missing)	1551	38.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
santiago	1009	37.1%
lalin	249	9.2%
ames	209	7.7%
teo	183	6.7%
estrada	114	4.2%
la	71	2.6%
padron	63	2.3%
brion	57	2.1%
a	52	1.9%
ordenes	45	1.7%
Other values (38)	667	24.5%

Most occurring characters

Value	Count	Frequency (%)
a	3315	20.0%
o	1938	11.7%
n	1677	10.1%
s	1603	9.7%
i	1576	9.5%
t	1410	8.5%
g	1064	6.4%
e	944	5.7%
l	743	4.5%
r	629	3.8%
Other values (13)	1663	10.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	16305	98.4%
Space Separator	257	1.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	3315	20.3%
o	1938	11.9%
n	1677	10.3%
s	1603	9.8%
i	1576	9.7%
t	1410	8.6%
g	1064	6.5%
e	944	5.8%
l	743	4.6%
r	629	3.9%
Other values (12)	1406	8.6%

Space Separator

Value	Count	Frequency (%)
	257	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16305	98.4%
Common	257	1.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	3315	20.3%
o	1938	11.9%
n	1677	10.3%
s	1603	9.8%
i	1576	9.7%
t	1410	8.6%
g	1064	6.5%
e	944	5.8%
l	743	4.6%
r	629	3.9%
Other values (12)	1406	8.6%

Common

Value	Count	Frequency (%)
	257	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16562	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	3315	20.0%
o	1938	11.7%
n	1677	10.1%
s	1603	9.7%
i	1576	9.5%
t	1410	8.5%
g	1064	6.4%
e	944	5.7%
l	743	4.5%
r	629	3.8%
Other values (13)	1663	10.0%

fecha_alta
Text

MISSING

Distinct	218
Distinct (%)	28.5%
Missing	3247
Missing (%)	80.9%
Memory size	191.7 KiB

Length

Max length	15
Median length	15
Mean length	14.929504
Min length	2

Characters and Unicode

Total characters	11436
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	56 ?
Unique (%)	7.3%

Sample

1st row	20220811t000000
2nd row	20220603t000000
3rd row	20220607t000000
4th row	20220913t000000
5th row	20220813t000000

Value	Count	Frequency (%)
20220711t000000	10	1.3%
20220623t000000	10	1.3%
20220620t000000	9	1.2%
20220812t000000	9	1.2%
20221031t000000	9	1.2%
20221205t000000	8	1.0%
20220616t000000	8	1.0%
20221114t000000	8	1.0%
20221207t000000	8	1.0%
20221219t000000	8	1.0%
Other values (208)	679	88.6%

Most occurring characters

Value	Count	Frequency (%)
0	6171	54.0%
2	2725	23.8%
t	760	6.6%
1	753	6.6%
8	189	1.7%
7	174	1.5%
9	174	1.5%
6	169	1.5%
3	140	1.2%
5	105	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10676	93.4%
Lowercase Letter	760	6.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6171	57.8%
2	2725	25.5%
1	753	7.1%
8	189	1.8%
7	174	1.6%
9	174	1.6%
6	169	1.6%
3	140	1.3%
5	105	1.0%
4	76	0.7%

Lowercase Letter

Value	Count	Frequency (%)
t	760	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10676	93.4%
Latin	760	6.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6171	57.8%
2	2725	25.5%
1	753	7.1%
8	189	1.8%
7	174	1.6%
9	174	1.6%
6	169	1.6%
3	140	1.3%
5	105	1.0%
4	76	0.7%

Latin

Value	Count	Frequency (%)
t	760	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11436	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6171	54.0%
2	2725	23.8%
t	760	6.6%
1	753	6.6%
8	189	1.7%
7	174	1.5%
9	174	1.5%
6	169	1.5%
3	140	1.2%
5	105	0.9%

¿?
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	2
Distinct (%)	0.2%
Missing	2959
Missing (%)	73.7%
Memory size	191.7 KiB

no	1047
si	7

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2108
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	1047	26.1%
si	7	0.2%
(Missing)	2959	73.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	1047	99.3%
si	7	0.7%

Most occurring characters

Value	Count	Frequency (%)
n	1047	49.7%
o	1047	49.7%
s	7	0.3%
i	7	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2108	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	1047	49.7%
o	1047	49.7%
s	7	0.3%
i	7	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	1047	49.7%
o	1047	49.7%
s	7	0.3%
i	7	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	1047	49.7%
o	1047	49.7%
s	7	0.3%
i	7	0.3%

toracocen
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	2
Distinct (%)	0.2%
Missing	2958
Missing (%)	73.7%
Memory size	191.7 KiB

no	1054
si	1

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2110
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	1054	26.3%
si	1	< 0.1%
(Missing)	2958	73.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	1054	99.9%
si	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
n	1054	50.0%
o	1054	50.0%
s	1	< 0.1%
i	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2110	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	1054	50.0%
o	1054	50.0%
s	1	< 0.1%
i	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2110	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	1054	50.0%
o	1054	50.0%
s	1	< 0.1%
i	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2110	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	1054	50.0%
o	1054	50.0%
s	1	< 0.1%
i	1	< 0.1%

Auto

Heatmap
Table

	n_estancias	n_visitas	year	h_procedencia	ap	otros	paliativo_onc_noc	paliativo_no_onc_noc	fiebre	disnea	dolor	delirium	p_terminal	agonia	ps_ecog	barthel	gds_fast	eva_ing	sedacion	medico	ast_anorx	agudo_estable	cronico_reag	transfusion	paracentesis	toracocentesis	ayuntamiento	¿?	toracocen
n_estancias	1.000	0.861	0.037	0.000	0.000	0.000	0.000	0.006	0.015	0.000	0.058	0.003	0.000	0.000	0.000	0.074	0.000	0.038	0.000	0.188	0.000	0.000	0.000	0.050	0.000	0.000	0.000	0.076	0.000
n_visitas	0.861	1.000	0.027	0.000	0.000	0.000	0.049	0.050	0.051	0.014	0.153	0.017	0.069	0.000	0.000	0.078	0.000	0.133	0.051	0.000	0.070	0.000	0.016	0.077	0.000	0.038	0.000	0.000	0.000
year	0.037	0.027	1.000	0.102	0.023	0.181	0.057	0.019	0.046	0.023	0.040	0.112	0.061	0.066	0.096	0.184	0.140	0.057	0.127	0.419	0.138	0.118	0.112	0.039	0.000	0.000	0.254	1.000	1.000
h_procedencia	0.000	0.000	0.102	1.000	0.387	0.150	0.053	0.190	0.006	0.028	0.042	0.070	0.000	0.065	0.000	0.042	0.066	0.000	0.058	0.048	0.035	0.192	0.057	0.026	0.000	0.000	0.000	0.000	0.000
ap	0.000	0.000	0.023	0.387	1.000	0.000	0.052	0.163	0.000	0.000	0.038	0.042	0.000	0.034	0.038	0.063	0.073	0.000	0.145	0.061	0.009	0.151	0.053	0.047	0.000	0.000	0.072	0.000	0.000
otros	0.000	0.000	0.181	0.150	0.000	1.000	0.046	0.057	0.000	0.000	0.000	0.000	0.000	0.000	0.052	0.141	0.000	0.000	0.000	0.178	0.109	0.091	0.043	0.000	0.000	0.000	0.057	0.000	0.000
paliativo_onc_noc	0.000	0.049	0.057	0.053	0.052	0.046	1.000	0.756	0.021	0.096	0.299	0.143	0.513	0.263	0.435	0.160	0.152	0.205	0.163	0.032	0.376	0.293	0.714	0.047	0.000	0.000	0.000	0.000	0.000
paliativo_no_onc_noc	0.006	0.050	0.019	0.190	0.163	0.057	0.756	1.000	0.066	0.140	0.122	0.109	0.154	0.045	0.189	0.314	0.335	0.160	0.000	0.144	0.056	0.244	0.718	0.000	0.076	0.000	0.047	0.000	0.000
fiebre	0.015	0.051	0.046	0.006	0.000	0.000	0.021	0.066	1.000	0.192	0.054	0.120	0.079	0.178	0.000	0.069	0.062	0.402	0.053	0.017	0.138	0.072	0.000	0.000	0.023	0.000	0.113	0.000	0.000
disnea	0.000	0.014	0.023	0.028	0.000	0.000	0.096	0.140	0.192	1.000	0.093	0.120	0.241	0.203	0.159	0.190	0.053	0.000	0.222	0.066	0.242	0.172	0.121	0.011	0.057	0.044	0.137	0.019	0.000
dolor	0.058	0.153	0.040	0.042	0.038	0.000	0.299	0.122	0.054	0.093	1.000	0.185	0.206	0.181	0.267	0.107	0.162	0.264	0.173	0.140	0.326	0.159	0.096	0.000	0.017	0.000	0.052	0.000	0.000
delirium	0.003	0.017	0.112	0.070	0.042	0.000	0.143	0.109	0.120	0.120	0.185	1.000	0.245	0.258	0.243	0.327	0.145	0.149	0.308	0.183	0.210	0.169	0.070	0.000	0.008	0.000	0.096	0.000	0.000
p_terminal	0.000	0.069	0.061	0.000	0.000	0.000	0.513	0.154	0.079	0.241	0.206	0.245	1.000	0.413	0.374	0.347	0.043	0.136	0.250	0.263	0.474	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
agonia	0.000	0.000	0.066	0.065	0.034	0.000	0.263	0.045	0.178	0.203	0.181	0.258	0.413	1.000	0.443	0.396	0.055	0.054	0.675	0.179	0.269	0.159	0.119	0.057	0.000	0.000	0.153	0.000	0.000
ps_ecog	0.000	0.000	0.096	0.000	0.038	0.052	0.435	0.189	0.000	0.159	0.267	0.243	0.374	0.443	1.000	0.203	0.059	0.081	0.087	0.165	0.336	0.294	0.101	0.121	0.000	0.000	0.060	0.092	0.013
barthel	0.074	0.078	0.184	0.042	0.063	0.141	0.160	0.314	0.069	0.190	0.107	0.327	0.347	0.396	0.203	1.000	0.152	0.070	0.000	0.279	0.349	0.434	0.340	0.058	0.091	0.080	0.134	0.151	0.000
gds_fast	0.000	0.000	0.140	0.066	0.073	0.000	0.152	0.335	0.062	0.053	0.162	0.145	0.043	0.055	0.059	0.152	1.000	0.000	0.000	0.109	0.093	0.129	0.071	0.000	0.181	0.000	0.071	0.152	0.000
eva_ing	0.038	0.133	0.057	0.000	0.000	0.000	0.205	0.160	0.402	0.000	0.264	0.149	0.136	0.054	0.081	0.070	0.000	1.000	0.136	0.126	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
sedacion	0.000	0.051	0.127	0.058	0.145	0.000	0.163	0.000	0.053	0.222	0.173	0.308	0.250	0.675	0.087	0.000	0.000	0.136	1.000	0.114	0.267	0.194	0.087	0.031	0.000	0.027	0.114	0.000	0.000
medico	0.188	0.000	0.419	0.048	0.061	0.178	0.032	0.144	0.017	0.066	0.140	0.183	0.263	0.179	0.165	0.279	0.109	0.126	0.114	1.000	0.405	0.327	0.393	0.144	0.089	0.000	0.324	0.055	0.000
ast_anorx	0.000	0.070	0.138	0.035	0.009	0.109	0.376	0.056	0.138	0.242	0.326	0.210	0.474	0.269	0.336	0.349	0.093	0.000	0.267	0.405	1.000	0.223	0.034	0.010	0.000	0.039	0.123	0.045	0.000
agudo_estable	0.000	0.000	0.118	0.192	0.151	0.091	0.293	0.244	0.072	0.172	0.159	0.169	0.000	0.159	0.294	0.434	0.129	0.000	0.194	0.327	0.223	1.000	0.497	0.020	0.053	0.000	0.061	0.000	0.000
cronico_reag	0.000	0.016	0.112	0.057	0.053	0.043	0.714	0.718	0.000	0.121	0.096	0.070	0.000	0.119	0.101	0.340	0.071	0.000	0.087	0.393	0.034	0.497	1.000	0.000	0.047	0.000	0.077	0.000	0.000
transfusion	0.050	0.077	0.039	0.026	0.047	0.000	0.047	0.000	0.000	0.011	0.000	0.000	0.000	0.057	0.121	0.058	0.000	0.000	0.031	0.144	0.010	0.020	0.000	1.000	0.019	0.000	0.030	0.227	0.000
paracentesis	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.076	0.023	0.057	0.017	0.008	0.000	0.000	0.000	0.091	0.181	0.000	0.000	0.089	0.000	0.053	0.047	0.019	1.000	0.000	0.345	0.000	0.000
toracocentesis	0.000	0.038	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.044	0.000	0.000	0.000	0.000	0.000	0.080	0.000	0.000	0.027	0.000	0.039	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000
ayuntamiento	0.000	0.000	0.254	0.000	0.072	0.057	0.000	0.047	0.113	0.137	0.052	0.096	0.000	0.153	0.060	0.134	0.071	0.000	0.114	0.324	0.123	0.061	0.077	0.030	0.345	0.000	1.000	0.000	0.000
¿?	0.076	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.019	0.000	0.000	0.000	0.000	0.092	0.151	0.152	0.000	0.000	0.055	0.045	0.000	0.000	0.227	0.000	0.000	0.000	1.000	0.000
toracocen	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.013	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	h_procedencia	s_procedencia	ap	otros	diagnostico	motivo_ing	paliativo_onc_noc	paliativo_no_onc_noc	fiebre	disnea	dolor	delirium	otros_1	p_terminal	agonia	ps_ecog	barthel	gds_fast	eva_ing	otros_2	otros_complicaciones	n_estancias	n_visitas	sedacion	motivo_alta	medico	year	ast_anorx	agudo_estable	cronico_reag	transfusion	paracentesis	toracocentesis	ayuntamiento	fecha_alta	¿?	toracocen
0	gil casares	upal	no	no	cancer orl	control de sintomas	si	si	no	no	si	no	no	si	no	40	300	no	no	no	reingreso en urgencias	210	100	no	reingreso	valdes	2017	si	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	clinico	oncologia	no	no	melanoma vulvar	mal control dolor	si	no	no	no	si	no	no	si	no	34	no	no	no	no	met pulmonares y digest	240	80	no	exitus	galego feal	2017	si	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	clinico	mir	no	no	cancer broncogenico	control evolutivo	si	si	no	si	no	no	no	no	no	34	400	no	no	no	no	140	60	no	fin de cuidados	lopez renedo	2017	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	clinico	digestivo	no	no	cirrosis hepatica	admininistacion octreotido	no	no	no	no	no	no	no	no	no	10	900	no	no	no	no	10	10	no	fin de cuidados	lopez renedo	2017	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	clinico	urgencias	no	no	neplasia de mama estadio IV	control de sintomas	si	no	no	si	si	no	no	si	no	40	300	no	70	no	no	20	10	no	exitus	lopez renedo	2017	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	no	no	si	no	anemia	transfusion	no	no	no	no	no	no	no	no	no	no	500	no	no	no	no	20	20	no	fin de cuidados	villar del castillo	2017	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	clinico	oncologia	no	no	adenoca de pulmon	control de sintomas	si	no	no	si	no	no	estrenimiento	si	no	34	600	no	no	no	claud familiar domicilio	130	50	no	reingreso por urgencias a hado	valcarcel	2017	si	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	clinico	hematologia	no	no	leucemia linfatica cronica	transfusion	si	no	no	no	no	no	no	no	no	12	600	no	no	no	no	20	10	no	fin de cuidados	lopez renedo	2017	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	clinico	traumatologia	no	no	fx meseta tibial	infosteosintesis	no	no	no	no	no	no	mucositis	no	no	34	600	no	no	no	no	220	60	no	fin de cuidados	suarez	2017	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
9	clinico	urgencias	no	no	cancer de mama	control de sintomas	si	no	no	si	si	no	no	si	no	40	60	no	no	no	no	50	30	no	exitus	suarez	2017	si	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

	h_procedencia	s_procedencia	ap	otros	diagnostico	motivo_ing	paliativo_onc_noc	paliativo_no_onc_noc	fiebre	disnea	dolor	delirium	otros_1	p_terminal	agonia	ps_ecog	barthel	gds_fast	eva_ing	otros_2	otros_complicaciones	n_estancias	n_visitas	sedacion	motivo_alta	medico	year	ast_anorx	agudo_estable	cronico_reag	transfusion	paracentesis	toracocentesis	ayuntamiento	fecha_alta	¿?	toracocen
4004	clinico	oncologia	no	NaN	infeccion respiratoria	antibioterapia IV	no	no	si	si	no	no	NaN	NaN	NaN	12	no	no	NaN	NaN	NaN	70	30	no	ingreso onco	gomez buela	2022	si	si	no	no	no	NaN	santiago	20221225t000000	no	no
4005	clinico	mir	no	NaN	insuficiencia cardiaca cronica	seguimiento	no	no	no	no	no	no	NaN	NaN	NaN	no	40	no	NaN	NaN	NaN	80	30	no	fin cuidados	gomez buela	2022	no	si	no	no	no	NaN	santiago	20221230t000000	no	no
4006	clinico	cgd	no	NaN	diverticulitis	antibioterapia IV	no	no	no	no	no	no	NaN	NaN	NaN	no	no	no	NaN	NaN	NaN	60	20	no	fin cuidados	gomez buela	2022	no	si	no	no	no	NaN	santiago	20221228t000000	no	no
4007	no	ncr	si	NaN	neoplasia gastrica	control de sintomas	si	no	no	no	si	no	NaN	NaN	NaN	40	10	no	NaN	NaN	NaN	60	40	si	exitus	gomez buela	2022	si	no	no	no	no	NaN	santiago	20221228t000000	no	no
4008	clinico	oncologia	no	NaN	neoplasia pulmon	control de sintomas	si	no	no	si	si	no	NaN	NaN	NaN	40	40	no	NaN	NaN	NaN	40	40	si	exitus	gomez buela	2022	si	no	no	no	no	NaN	santiago	20221229t000000	no	no
4009	clinico	oncologia	no	NaN	cancer mama estadio IV	control de sintomas	si	no	no	no	si	no	NaN	NaN	NaN	34	40	no	NaN	NaN	NaN	150	70	si	exitus	beceiro	2022	no	no	no	no	no	NaN	pontecesures	20221230t000000	no	no
4010	clinico	mir	no	NaN	anciano fragil	seguimiento	no	si	no	si	no	no	NaN	NaN	NaN	no	30	40	NaN	NaN	NaN	60	40	no	exitus	villar del castillo	2022	no	no	si	no	no	NaN	silleda	20221231t000000	no	no
4011	clinico	mir	no	NaN	oclusion intestinal	cuidados paliativos avanzados	si	si	no	si	si	no	NaN	NaN	NaN	40	20	no	NaN	NaN	NaN	210	70	no	paso a urgencias	fernandez benito	2022	si	no	si	no	no	NaN	rianxo	20221227t000000	no	no
4012	clinico	urgencias	no	NaN	ITU (infeccion del tracto urinario)	antibioterapia IV	no	si	si	no	no	si	NaN	NaN	NaN	no	20	7c	NaN	NaN	NaN	110	30	si	exitus	fernandez benito	2022	no	no	si	no	no	NaN	noya	20221230t000000	no	no
4013	clinico	oncologia	no	NaN	glioblastoma	control de sintomas	si	no	no	no	si	si	NaN	NaN	NaN	40	00	no	NaN	NaN	NaN	110	60	si	exitus	novo	2022	no	no	no	no	no	NaN	santiago	20221230t000000	no	no

Most frequently occurring

	h_procedencia	s_procedencia	ap	otros	diagnostico	motivo_ing	paliativo_onc_noc	paliativo_no_onc_noc	fiebre	disnea	dolor	delirium	otros_1	p_terminal	agonia	ps_ecog	barthel	gds_fast	eva_ing	otros_2	otros_complicaciones	n_estancias	n_visitas	sedacion	motivo_alta	medico	year	ast_anorx	agudo_estable	cronico_reag	transfusion	paracentesis	toracocentesis	ayuntamiento	fecha_alta	¿?	toracocen	# duplicates
5	no	no	si	no	anemia cronica no filiada	transfusion	no	no	no	no	no	no	no	no	no	no	50	no	no	no	no	20	10	no	fin cuidados	fernandez benito	2018	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3
0	clinico	endocrinologia	no	NaN	ileostomia	control evolutivo	no	no	no	no	no	no	NaN	NaN	NaN	no	800	no	NaN	NaN	NaN	20	20	no	fin de cuidados	villar del castillo	2022	no	no	si	no	no	NaN	silleda	NaN	no	no	2
1	clinico	hematologia	no	no	linfoma folicular	administracion inmunoglobulinas	si	no	no	no	no	no	NaN	NaN	no	no	70	no	NaN	NaN	no	20	10	no	fin de cuidados	fernandez benito	2021	no	no	si	no	no	no	santiago	NaN	NaN	NaN	2
2	clinico	mir	no	no	espondilodiscitis	tratamiento antibiotico IV	no	no	no	no	no	no	no	no	no	no	1000	no	no	no	no	20	20	no	fin de cuidados	villar del castillo	2019	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2
3	clinico	mir	no	no	espondilodiscitis	tratamiento antibiotico IV	no	no	no	no	no	no	no	no	no	no	900	no	no	no	no	20	20	no	fin de cuidados	villar del castillo	2019	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2
4	clinico	neurologia	no	no	esclerosis multiple	hiponatremia	no	no	no	no	no	no	NaN	NaN	no	no	500	no	NaN	NaN	no	20	20	no	fin cuidados	villar del castillo	2021	no	no	si	no	no	no	ames	NaN	NaN	NaN	2
6	no	no	si	no	demencia	recambio peg	no	si	no	no	no	no	no	no	no	no	10	70	no	no	no	20	10	no	fin de cuidados	villar del castillo	2019	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Uppercase Letter

Space Separator

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number